Predictive Maintenance

Real-time sensor monitoring with anomaly detection (Isolation Forest) and remaining useful life prediction (Gradient Boosting). Adjust parameters and run analysis.

Analysis Parameters

7d720h (30d)60d
2% (strict)8%20% (loose)

Configure parameters above and click “Run Analysis”

IsolationForest + Gradient Boosting will analyze simulated equipment sensor data